Mirror in the Model: Ad Banner Image Generation via Reflective Multi-LLM and Multi-modal Agents

Zhao Wang 0009, Bowen Chen, Yotaro Shimose, Sota Moriyama, Heng Wang, Shingo Takamatsu. Mirror in the Model: Ad Banner Image Generation via Reflective Multi-LLM and Multi-modal Agents. In Saloni Potdar, Lina Maria Rojas-Barahona, Sébastien Montella, editors, Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025 - Industry Track, Suzhou, China, November 4-9, 2025. pages 246-266, Association for Computational Linguistics, 2025. [doi]

Abstract

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